Bayesian Health
  • OUR PLATFORM
  • WHY BAYESIAN
  • ABOUT
  • CAREERS
  • INSIGHTS
  • CONTACT
  • Menu Menu
  • HOME
  • OUR PLATFORM
  • WHY BAYESIAN
  • ABOUT
  • CAREERS
  • INSIGHTS
  • CONTACT

4 ways the health care system should shift its thinking on AI, according to experts

Press

05/05/23 – Stat – 4 ways the health care system should shift its thinking on AI, according to experts

Artificial intelligence (AI) has been making waves in various industries, and healthcare is no exception. As the potential of AI continues to unfold, experts have gathered at the recent 2023 STAT Breakthrough Summit to discuss its transformative impact on the healthcare system. Prominent figures in AI/ML: Nigam Shah, Suchi Saria, and Connor Landgraf shared their invaluable insights, shedding light on the four crucial ways in which the healthcare industry should shift its thinking regarding AI.

Amidst the increasing adoption of AI technologies, even the renowned “Godfather of AI,” Geoffrey Hinton, expressed concerns about the overwhelming power wielded by this disruptive technology. Recent months have witnessed a frenzy of efforts to harness AI in diverse sectors, and healthcare has been at the forefront of these groundbreaking endeavors.

As the boundaries of what is possible continue to be pushed, it becomes imperative for healthcare professionals, policymakers, and stakeholders to reflect on the optimal utilization of AI. This article explores the key takeaways from the discussions at the STAT Breakthrough Summit, offering insights into how the healthcare system should approach AI with a renewed mindset.

Read more about the four fundamental shifts in thinking that experts suggest are necessary for AI to truly revolutionize healthcare. By embracing these transformative concepts, the healthcare industry has the potential to unlock unprecedented advancements and redefine the standards of patient care.

LINKS


Read the Stat article

Read more about Bayesian Health’s approach to Adaptive AI

*Adams, Henry, Saria et al. Nature Medicine, 2022;
*Henry, Adams, Saria et al., Nature Medicine, 2022

 

https://www.bayesianhealth.com/wp-content/uploads/2023/05/stat-news-050523-v2.png 720 1280 Josh https://www.bayesianhealth.com/wp-content/uploads/2023/01/Bayesian-Health-logo-2x-color.png Josh2023-05-05 11:44:512023-05-08 11:51:504 ways the health care system should shift its thinking on AI, according to experts

As AI promises to revolutionize medical note-taking, concerns mount about accuracy and harm

Press

03/28/23 – Stat – As AI promises to revolutionize medical note-taking, concerns mount about accuracy and harm

Fantastic article from Stat, featuring Suchi Saria, PhD exploring the nuance of clinical AI, workflow orchestration, augmentation and other “sticky” issues swirling around artificial intelligence and machine learning.

LINKS


Read the Stat article

Read more about Bayesian Health’s approach to Adaptive AI

*Adams, Henry, Saria et al. Nature Medicine, 2022;
*Henry, Adams, Saria et al., Nature Medicine, 2022
https://www.bayesianhealth.com/wp-content/uploads/2023/04/stat-news-23.png 720 1280 Josh https://www.bayesianhealth.com/wp-content/uploads/2023/01/Bayesian-Health-logo-2x-color.png Josh2023-03-28 14:56:562023-05-08 11:53:27As AI promises to revolutionize medical note-taking, concerns mount about accuracy and harm

Does Ethical AI Development Rely On The “Algorithmically” Underserved?

Press

02/28/23 The Wall Street Journal –How Doctors Use AI to Help Diagnose Patients

Thrilled to see this thoughtful discussion in the The Wall Street Journal on the important work that Bayesian Health is doing with our incredible health system partners like LifeBridge Health.

Bayesian’s platform serves as a colleague / co-pilot for doctors and nurses. It empowers clinicians with real-time care signals to manage outcomes and cost while streamlining workflows to save time.

LifeBridge clinicians are forging the path forward for what great care looks like:

  • where we don’t miss any critical moments for patients,
  • where we can be proactive and not reactive about patient care, and
  • where we support clinicians with helpful tools to make their lives easier

We’ve already been able to see improvement in early recognition rates, reduction in treatment delays, significant reductions in length of stay, reduction in alarm fatigue and financial gain conservatively projected to the tune of ~$2Mi+ per 200 beds! And we’ve begun to expand in areas beyond sepsis!*

LINKS


Read the Wall Street Journal article

Read more about Bayesian Health’s approach to Adaptive AI

*Adams, Henry, Saria et al. Nature Medicine, 2022;
*Henry, Adams, Saria et al., Nature Medicine, 2022
https://www.bayesianhealth.com/wp-content/uploads/2023/02/The-Wall-Street-Journal.png 720 1280 Josh https://www.bayesianhealth.com/wp-content/uploads/2023/01/Bayesian-Health-logo-2x-color.png Josh2023-02-28 12:34:562023-05-08 11:54:04Does Ethical AI Development Rely On The “Algorithmically” Underserved?

2022 Year-End Review-AI: Artificial Intelligence Initiatives Accelerate in Healthcare

Press

12/22/22 Healthcare Innovation – Year-End Review-AI: Artificial Intelligence Initiatives Accelerate in Healthcare

Amid the challenges of calendar year 2022, one of the bright spots was the acceleration in artificial intelligence-related activity—both clinical and non-clinical—in healthcare.

“Careful examination of the sepsis tool implementations have found that, when Suchi Saria’s team at Bayesian Health looked closely at the success levels of sepsis-alert algorithms, they found that the actual rates of improvement in intervention turned out to be far more modest than they appeared at first glance.

In fact, she said, ‘I’ve seen incorrect evaluation. People measured sepsis for mortality, then deployed the tool, then used billing code data, and evaluated. But it looks as though you’ve improved mortality, but there’s a dilution effect.’” In other words, it’s turning out that clinician and clinical informatics leaders must necessarily test out and recalibrate any algorithms developed elsewhere, in their own organizations, since, as Patterson told me, clinicians document inside their own organizations’ electronic health records in individual ways.

LINKS


Read the Healthcare Innovation article

Read more about Bayesian Health’s approach to Adaptive AI

https://www.bayesianhealth.com/wp-content/uploads/2023/01/healthcare-innovation.png 720 1280 Josh https://www.bayesianhealth.com/wp-content/uploads/2023/01/Bayesian-Health-logo-2x-color.png Josh2022-12-22 14:28:162023-01-05 14:31:272022 Year-End Review-AI: Artificial Intelligence Initiatives Accelerate in Healthcare

Navigating the ‘Wild West’ of AI adoption in healthcare

Press

12/20/22 Modern Healthcare – Navigating the ‘Wild West’ of AI adoption in healthcare

Right now, clinical AI adoption in healthcare can feel like the ‘wild west’ due to the lag in the regulator’s ability to keep pace with the dynamics within the marketplace. Consequently, health systems are taking matters into their own hands, forming internal guardrails to measure performance and substantiate AI investments across their clinical ecosystems. Ultimately, it comes down to innovation, risk-appetite and, most importantly, trust.

Our founder and CEO, Dr. Suchi Saria is quoted – “You can have the best technology in the world, but if [care teams] don’t trust it, they won’t use it, and you can’t see any benefit”.

LINKS


Read the Modern Healthcare article

Read more about Bayesian Health’s approach to Adaptive AI

https://www.bayesianhealth.com/wp-content/uploads/2023/01/modern-healthcare-2022.png 720 1280 Josh https://www.bayesianhealth.com/wp-content/uploads/2023/01/Bayesian-Health-logo-2x-color.png Josh2022-12-20 10:53:042023-01-05 10:53:26Navigating the ‘Wild West’ of AI adoption in healthcare

Does Ethical AI Development Rely On The “Algorithmically” Underserved?

Press

11/29/22 Forbes – Does Ethical AI Development Rely On The “Algorithmically” Underserved? CHAI’s Mission

CHAI co-founders Dr. Halamka and Dr. Anderson and CHAI member Suchi Saria of Bayesian Health discuss the importance and timeliness of CHAI’s mission, and share how the organization plans to prioritize patient safety, reliability, equity, transparency, and trust in the healthcare AI development process.

“AI as a field is evolving very rapidly. As a result, there is variable expertise amongst groups in how to go about implementing it correctly and evaluating whether what they’ve implemented is working. There is significant opportunity to accelerate AI adoption by sharing best practices and developing guardrails that the broader community (government, payor and provider groups) can benefit from.” Dr. Suchi Saria

LINKS


Read the Forbes article

Read more about Bayesian Health’s approach to Adaptive AI

https://www.bayesianhealth.com/wp-content/uploads/2023/01/forbes-2022.png 720 1280 Josh https://www.bayesianhealth.com/wp-content/uploads/2023/01/Bayesian-Health-logo-2x-color.png Josh2022-11-29 13:47:362023-01-05 13:49:43Does Ethical AI Development Rely On The “Algorithmically” Underserved?

Early detection of sepsis with the help of AI

Press

11/20/22 Healthcare In Europe – Early detection of sepsis with the help of AI

Suchi Saria, PhD, director of the Machine Learning and Healthcare Lab at Johns Hopkins, who led this work, explains that TREWS automatically and continuously monitors disparate clinical data, including vital signs, laboratory data, medication history, procedure and clinical history, and physician notes. It generates a continuous real-time “sepsis score” that can trigger an alert to healthcare staff. Clinical caregivers can analyse why the TREWS alert was generated, accept or dismiss it, and initiate timely treatment on patients confirmed to be septic.

‘Our results showing high physician adoption and associated mortality and morbidity reductions are a milestone for the field of AI,’ comments Saria. ‘They are the culmination of nearly a decade of significant technological investment, deep collaboration, the development of novel techniques, and rigorous evaluation. Further, what’s most exciting here is that this approach is applicable not just to sepsis but to many other critical complications.’

LINKS


Read the Healthcare In Europe article

Read more about Bayesian Health’s approach to Adaptive AI

https://www.bayesianhealth.com/wp-content/uploads/2023/01/Healthcare-In-Europe-ARTICLE.png 720 1280 Josh https://www.bayesianhealth.com/wp-content/uploads/2023/01/Bayesian-Health-logo-2x-color.png Josh2022-11-20 12:00:452023-01-20 12:01:46Early detection of sepsis with the help of AI

Doctors Still Struggle to Diagnose a Condition That Kills More Americans Than Stroke

Press

10/16/22 The Atlantic – Doctors Still Struggle to Diagnose a Condition That Kills More Americans Than Stroke

In July, Johns Hopkins researchers published a trio of studies in Nature Medicine and npj Digital Medicine showcasing an early-warning system that uses artificial intelligence. The system caught 82 percent of sepsis cases and significantly reduced mortality. While AI—in this case, machine learning—has long promised to improve health care, most studies demonstrating its benefits have been conducted using historical data sets. Sources told me that, to the best of their knowledge, when used on patients in real time, no AI algorithm has shown success at scale.

LINKS


Read The Atlantic article

Learn more about Bayesian’s peer-reviewed research on sepsis here

https://www.bayesianhealth.com/wp-content/uploads/2022/11/The-Atlantic.jpg 720 1280 integritive https://www.bayesianhealth.com/wp-content/uploads/2023/01/Bayesian-Health-logo-2x-color.png integritive2022-10-19 14:29:182023-01-05 16:53:44Doctors Still Struggle to Diagnose a Condition That Kills More Americans Than Stroke

A New AI Tool May Help Detect Blood Poisoning

Press

10/12/22 Smithsonian Magazine – A New, Transparent AI Tool May Help Detect Blood Poisoning

The most impressive aspect of TREWS, according to Zachary Lipton, an assistant professor of machine learning and operations research at Carnegie Mellon University, was not the model’s novelty, but the effort it must have taken to deploy it across five hospitals and 2,000 providers over a two-year period. “In this area, there is a tremendous amount of offline research,” Lipton said, but relatively few studies “actually make it to the level of being deployed widely in a major health system.” It’s so difficult to perform “in the wild” research like this, he added, because it requires collaborations across various disciplines, from product designers to systems engineers to administrators

LINKS


Read the Smithsonian Magazine article

Learn more about Bayesian’s peer-reviewed research on sepsis here

https://www.bayesianhealth.com/wp-content/uploads/2022/10/smithsonian-bayesian-health.png 720 1280 integritive https://www.bayesianhealth.com/wp-content/uploads/2023/01/Bayesian-Health-logo-2x-color.png integritive2022-10-12 10:00:122023-01-23 15:00:13A New AI Tool May Help Detect Blood Poisoning

What it takes for doctors to trust AI-triggered sepsis alerts

Press

09/26/22 AMA – What it takes for doctors to trust AI-triggered sepsis alerts

Increasing adoption in sepsis AI with Bayesian. “This is a breakthrough in many ways,” said study co-author Albert W. Wu, MD, director of the Center for Health Services and Outcomes Research at Johns Hopkins Bloomberg School of Public Health. “Up to this point, most of these types of systems have guessed wrong much more often than they get it right. Those false alarms undermine confidence.”

LINKS


Read the AMA article

Learn more about Bayesian’s peer-reviewed research on sepsis here

https://www.bayesianhealth.com/wp-content/uploads/2022/11/AMA.jpg 720 1280 integritive https://www.bayesianhealth.com/wp-content/uploads/2023/01/Bayesian-Health-logo-2x-color.png integritive2022-09-26 12:45:122023-01-05 16:56:28What it takes for doctors to trust AI-triggered sepsis alerts
Page 1 of 512345

Recent Posts

  • Bayesian Health – Modern Healthcare’s Top Innovator Organizations for 2023 September 18, 2023
  • Recognizing Sepsis Awareness Month 2023: Every Second Counts September 12, 2023
  • Vizient’s Podcast on AI and Sepsis Featuring Bayesian Health’s Groundbreaking Research in Clinical AI September 7, 2023
  • 4 ways the health care system should shift its thinking on AI, according to experts May 5, 2023
  • Bayesian Health Awarded Forbes AI50 – AI Firms to Watch 2023 April 12, 2023
Let’s Talk

CONTACT US

General Email

[email protected]

Careers

[email protected]

  • OUR PLATFORM
  • WHY BAYESIAN
  • ABOUT
  • CAREERS
  • INSIGHTS
  • CONTACT

Stay up to date on the latest in machine learning and healthcare

© 2023 Bayesian Health:: Website by Integritive Web Design :: Asheville, NC
  • Twitter
  • LinkedIn
  • Privacy Policy
Scroll to top